The Importance of Open Data in Machine Learning Research

I wonder what you think about big tech companies being the primary drivers of innovation for a certain kind of machine learning research. If we in health allow these sort of existing bias, I mean here human bias towards wanting to keep things to ourselves and to profit off of a thing that maybe we think is ours to dominate in health data. We're going to see a very similar dynamic where all of the really good research,. the cutting edge research, it has to be done in industry.